Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930000718

The MH-36 locality cells most similar to this Sangli cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.278

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660006308

distance 0.278 · cross-district

#2 · Sanglicell 4930002389

distance 0.296

#3 · Dharashivcell 4880000203

distance 0.304 · cross-district

#4 · Sanglicell 4930001870

distance 0.305

#5 · Solapurcell 4960004610

distance 0.334 · cross-district

#6 · Solapurcell 4960005334

distance 0.335 · cross-district

#7 · Solapurcell 4960007237

distance 0.336 · cross-district

#8 · Ahmednagarcell 4660007864

distance 0.336 · cross-district

#9 · Solapurcell 4960000409

distance 0.336 · cross-district

#10 · Sanglicell 4930002373

distance 0.341

#11 · Dharashivcell 4880000731

distance 0.348 · cross-district

#12 · Ahmednagarcell 4660008445

distance 0.35 · cross-district

#13 · Solapurcell 4960005371

distance 0.351 · cross-district

#14 · Sanglicell 4930003072

distance 0.356

#15 · Sanglicell 4930000060

distance 0.36

#16 · Buldhanacell 4720000495

distance 0.36 · cross-district

#17 · Solapurcell 4960006959

distance 0.361 · cross-district

#18 · Ahmednagarcell 4660014346

distance 0.362 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":493,"cluster_id":4930000718}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.